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Decision analysis

Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses

El Mehdi Chouit, Mohamed Rachdi, Mostafa Bellafkih, Brahim Raouyane

published 26 Feb 2026

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Predicting dominant terrestrial biomes at a global scale using machine learning algorithms, climate variable indices, and extreme event indices

Hisashi Sato

published 26 Feb 2026

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Local and global mortality experience: A novel hierarchical model for regional mortality risk

Asmik Nalmpatian, Christian Heumann, Levent Alkaya, William Jackson

published 17 Feb 2026

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Enhancing rainfall estimation accuracy with machine learning, cloud masking, and multi-source data: A case study of four coastal provinces in central Vietnam

Dong Vu Duy, An Hung Nguyen, Phat T. Nguyen, Huyen Thi Nguyen, Thanh Thi Nhat Nguyen

published 13 Feb 2026

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Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification

Momotaz Begum, Ariful Islam Shiplu, Mehedi Hasan Shuvo, Fahmid Al Farid, Sumaiya Ismat Jerin, Jia Uddin, Hezerul bin Abdul Karim

published 13 Feb 2026

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A machine learning framework for predicting fuel consumption and CO₂ emissions in hybrid and combustion vehicles: comparative analysis and performance evaluation

Rania A. Ibrahim, Nahla E. Zakzouk

published 11 Feb 2026

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Breast cancer inter-image dissimilarity by feature optimization: An application of novel flea optimization algorithm

P.P. Fathimathul Rajeena, Muhammad Yasir, Mona. A. S. Ali, Junaid Ali Khan

published 09 Feb 2026

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Fast decision mechanism for ternary tree partitioning in VVC intra coding

Jiamin Sun, Zhongjie Zhu, Renwei Tu, Zhibo Xie

published 06 Feb 2026

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Forecasting crude oil futures price with energy uncertainty: Evidence from machine learning methods

Xiaolu Wei

published 05 Feb 2026

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Structural damage detection and safety assessment method based on machine vision and machine learning

Shengmin Wang, Moxiao Li, Di Le

published 02 Feb 2026

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An interpretable machine learning framework for adverse drug reaction prediction from drug-target interactions

Joseph Roberts-Nuttall, Alan M. Jones, Marco Castellani, Duc Pham

published 30 Jan 2026

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Optimizing expanded carrier screening for China: Multi-center study establishes 202-gene panel with optimal cost-effectiveness in preconception and prenatal care

Yulu Yang, Yuting Hang, WeiSheng Cheng, Yunxia Cao, Zhaolian Wei, Jing Yuan

published 22 Jan 2026

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Reassessing feature-based Android malware detection in a contemporary context

Ali Muzaffar, Hani Ragab Hassen, Hind Zantout, Michael A. Lones

published 20 Jan 2026

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